Paper Title:
Prediction of Resilient Modulus for Hot Mix Asphalt Based on Artificial Neural Network
  Abstract

Resilient modulus of material is an important parameter for pavement structure design and analysis. However it is very tedious to get this parameter for hot mixture asphalt in laboratory. Moreover it takes long time to do experiments. In this paper, artificial neural network (ANN) is applied to predict to resilient modulus for hot mixture asphalt. A neural network model is constructed and trained plenty of times with selected test data until precision meets requirement. Then the model is used to predict resilient modulus for hot mix asphalt. Result of contrast prediction with test data shows that forecast precision is high. This provides a new method to predict resilient modulus for hot mixture asphalt.

  Info
Periodical
Edited by
Jerry Tian
Pages
18-23
DOI
10.4028/www.scientific.net/AMR.304.18
Citation
C. H. Hu, "Prediction of Resilient Modulus for Hot Mix Asphalt Based on Artificial Neural Network", Advanced Materials Research, Vol. 304, pp. 18-23, 2011
Online since
July 2011
Authors
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Shao Peng Wu, Hong Wang, Jun Han, Jun Tao Lin
Abstract:The waterproof-adhesive layer plays an important role in cement concrete bridge pavement. The adhesive strength of the layer between the...
849
Authors: Hong Bing Guo, Shuan Fa Chen
Abstract:The reflective cracking in asphalt surface is a technical problem that exists in the semi-rigid base asphalt pavement structure and the rigid...
1149
Authors: Xiang Rong Meng, Xiao Ming Dong, Xiu Shan Wang
Chapter 6: Advanced Construction Materials
Abstract:Through experiments and numerical analysis of water permeability and mechanical properties of the ATPB drainage layer, this research finds...
1096
Authors: Shao Wen Du, Deng Feng Huang
Chapter 7: Road and Railway Engineering
Abstract:Foamed asphalt can be used to stabilize reclaimed asphalt pavement materials at environment temperature. In this paper, the effect of cement...
1379